Skill · em Dados, IA e pesquisa

neurokit2

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable…

Procedência

Antes de instalar

13 arquivos · 174,8 KB · só texto, nenhum script

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/neurokit2/.

d=".claude/skills/neurokit2"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/neurokit2"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/bio_module.md" "$u/references/bio_module.md" \
  -o "$d/references/complexity.md" "$u/references/complexity.md" \
  -o "$d/references/ecg_cardiac.md" "$u/references/ecg_cardiac.md" \
  -o "$d/references/eda.md" "$u/references/eda.md" \
  -o "$d/references/eeg.md" "$u/references/eeg.md" \
  -o "$d/references/emg.md" "$u/references/emg.md" \
  -o "$d/references/eog.md" "$u/references/eog.md" \
  -o "$d/references/epochs_events.md" "$u/references/epochs_events.md" \
  -o "$d/references/hrv.md" "$u/references/hrv.md" \
  -o "$d/references/ppg.md" "$u/references/ppg.md" \
  -o "$d/references/rsp.md" "$u/references/rsp.md" \
  -o "$d/references/signal_processing.md" "$u/references/signal_processing.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/neurokit2/.

d="$HOME/.claude/skills/neurokit2"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/neurokit2"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/bio_module.md" "$u/references/bio_module.md" \
  -o "$d/references/complexity.md" "$u/references/complexity.md" \
  -o "$d/references/ecg_cardiac.md" "$u/references/ecg_cardiac.md" \
  -o "$d/references/eda.md" "$u/references/eda.md" \
  -o "$d/references/eeg.md" "$u/references/eeg.md" \
  -o "$d/references/emg.md" "$u/references/emg.md" \
  -o "$d/references/eog.md" "$u/references/eog.md" \
  -o "$d/references/epochs_events.md" "$u/references/epochs_events.md" \
  -o "$d/references/hrv.md" "$u/references/hrv.md" \
  -o "$d/references/ppg.md" "$u/references/ppg.md" \
  -o "$d/references/rsp.md" "$u/references/rsp.md" \
  -o "$d/references/signal_processing.md" "$u/references/signal_processing.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/neurokit2/.

d=".agents/skills/neurokit2"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/neurokit2"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/bio_module.md" "$u/references/bio_module.md" \
  -o "$d/references/complexity.md" "$u/references/complexity.md" \
  -o "$d/references/ecg_cardiac.md" "$u/references/ecg_cardiac.md" \
  -o "$d/references/eda.md" "$u/references/eda.md" \
  -o "$d/references/eeg.md" "$u/references/eeg.md" \
  -o "$d/references/emg.md" "$u/references/emg.md" \
  -o "$d/references/eog.md" "$u/references/eog.md" \
  -o "$d/references/epochs_events.md" "$u/references/epochs_events.md" \
  -o "$d/references/hrv.md" "$u/references/hrv.md" \
  -o "$d/references/ppg.md" "$u/references/ppg.md" \
  -o "$d/references/rsp.md" "$u/references/rsp.md" \
  -o "$d/references/signal_processing.md" "$u/references/signal_processing.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/neurokit2/.

d="$HOME/.agents/skills/neurokit2"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/neurokit2"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/bio_module.md" "$u/references/bio_module.md" \
  -o "$d/references/complexity.md" "$u/references/complexity.md" \
  -o "$d/references/ecg_cardiac.md" "$u/references/ecg_cardiac.md" \
  -o "$d/references/eda.md" "$u/references/eda.md" \
  -o "$d/references/eeg.md" "$u/references/eeg.md" \
  -o "$d/references/emg.md" "$u/references/emg.md" \
  -o "$d/references/eog.md" "$u/references/eog.md" \
  -o "$d/references/epochs_events.md" "$u/references/epochs_events.md" \
  -o "$d/references/hrv.md" "$u/references/hrv.md" \
  -o "$d/references/ppg.md" "$u/references/ppg.md" \
  -o "$d/references/rsp.md" "$u/references/rsp.md" \
  -o "$d/references/signal_processing.md" "$u/references/signal_processing.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/neurokit2/.

d=".agents/skills/neurokit2"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/neurokit2"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/bio_module.md" "$u/references/bio_module.md" \
  -o "$d/references/complexity.md" "$u/references/complexity.md" \
  -o "$d/references/ecg_cardiac.md" "$u/references/ecg_cardiac.md" \
  -o "$d/references/eda.md" "$u/references/eda.md" \
  -o "$d/references/eeg.md" "$u/references/eeg.md" \
  -o "$d/references/emg.md" "$u/references/emg.md" \
  -o "$d/references/eog.md" "$u/references/eog.md" \
  -o "$d/references/epochs_events.md" "$u/references/epochs_events.md" \
  -o "$d/references/hrv.md" "$u/references/hrv.md" \
  -o "$d/references/ppg.md" "$u/references/ppg.md" \
  -o "$d/references/rsp.md" "$u/references/rsp.md" \
  -o "$d/references/signal_processing.md" "$u/references/signal_processing.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/neurokit2/.

d="$HOME/.gemini/antigravity-cli/skills/neurokit2"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/neurokit2"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/bio_module.md" "$u/references/bio_module.md" \
  -o "$d/references/complexity.md" "$u/references/complexity.md" \
  -o "$d/references/ecg_cardiac.md" "$u/references/ecg_cardiac.md" \
  -o "$d/references/eda.md" "$u/references/eda.md" \
  -o "$d/references/eeg.md" "$u/references/eeg.md" \
  -o "$d/references/emg.md" "$u/references/emg.md" \
  -o "$d/references/eog.md" "$u/references/eog.md" \
  -o "$d/references/epochs_events.md" "$u/references/epochs_events.md" \
  -o "$d/references/hrv.md" "$u/references/hrv.md" \
  -o "$d/references/ppg.md" "$u/references/ppg.md" \
  -o "$d/references/rsp.md" "$u/references/rsp.md" \
  -o "$d/references/signal_processing.md" "$u/references/signal_processing.md" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.neurokit2

Prévia do SKILL.md

---
name: neurokit2
description: Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart …
---

# NeuroKit2

## Overview

NeuroKit2 is a comprehensive Python toolkit for processing and analyzing physiological signals (biosignals). Use this skill to process cardiovascular, neural, autonomic, respiratory, and muscular signals for psychophysiology research, clinical applications, and human-computer interaction studies.

## When to Use This Skill

Apply this skill when working with:
- **Cardiac signals**: ECG, PPG, heart rate variability (HRV), pulse analysis
- **Brain signals**: EEG frequency bands, microstates, complexity, source localization
- **Autonomic signals**: Electrodermal activity (EDA/GSR), skin conductance responses (SCR)
- **Respiratory signals**: Breathing rate, respiratory variability (RRV), volume per time
- **Muscular signals**: EMG amplitude, muscle activation detection
- **Eye tracking**: EOG, blink detection and analysis
- **Multi-modal integration**: Processing multiple physiological signals simultaneously
- **Complexity analysis**: Entropy measures, fractal dimensions, nonlinear dynamics

## Core Capabilities

### 1. Cardiac Signal Processing (ECG/PPG)

Process electrocardiogram and photoplethysmography signals for cardiovascular analysis. See `references/ecg_cardiac.md` for detailed workflows.

**Primary workflows:**
- ECG processing pipeline: cleaning → R-peak detection → delineation → quality assessment
- HRV analysis across time, frequency, and nonlinear domains
- PPG pulse analysis and quality assessment
- ECG-derived respiration extraction

**Key functions:**
```python
import neurokit2 as nk

# Complete ECG processing pipeline
…

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